YOLO dev branch

[manpreetssokhi]

We want to use yolo_dev as the Inference YOLO TF development branch. This branch has the initial yolo_loadgen script that runs YOLOv11 inference with LoadGen, the outputs for the runs on YOLOv11[nano, small, medium, large, extra-large] and a README that we will continue to add to.

[github-actions]

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[hanyunfan]

@manpreetssokhi As tomorrow is the code freeze deadline, shall we merge this PR today?

[mrmhodak]

@manpreetssokhi @hanyunfan
Please note that we currently have CLA check failure (may need an empty PR to fix) and the branch is out of date.
Lets fix those and then merge.

[manpreetssokhi]

@hanyunfan yes we can get this PR merged today, the only thing that may come up is updates to the README after discussing with the Task Force later today. There is also a change that needs to be made to the submission-checker.py to support multiple accuracy thresholds. Both of these will be sorted out today.

@mrmhodak I was able to resolve the branch out of date issue and I do see the cla-check issue. I see that it says expected - waiting for status to be reported.

@arjunsuresh or @pgmpablo157321 can you please take a look and let me know if there is anything that needs to be done from my end for it?